{"id":52371,"date":"2025-10-21T14:33:39","date_gmt":"2025-10-21T12:33:39","guid":{"rendered":"https:\/\/www.altares.be\/?page_id=52371"},"modified":"2025-10-23T13:16:50","modified_gmt":"2025-10-23T11:16:50","slug":"preparation-ia","status":"publish","type":"page","link":"https:\/\/www.altares.be\/fr\/learn\/ai-readiness\/","title":{"rendered":"Pr\u00e9paration \u00e0 l'IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"52371\" class=\"elementor elementor-52371\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"ob-is-breaking-bad elementor-section elementor-top-section elementor-element elementor-element-4a59ca63 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a59ca63\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;_id&quot;:&quot;0b0141f&quot;,&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}],&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_bbad_use_it&quot;:&quot;yes&quot;,&quot;_ob_bbad_sssic_use&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-245629f6\" data-id=\"245629f6\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2ebe0773 ob-has-background-overlay elementor-widget elementor-widget-breadcrumbs\" data-id=\"2ebe0773\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.altares.be\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54b62fbc ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"54b62fbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI Readiness, is jouw organisatie voorbereid op AI? <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63e20a2a ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"63e20a2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Zonder goede voorbereiding lopen AI-initiatieven vast of leveren ze geen waarde op.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7b29fc0f elementor-hidden-phone\" data-id=\"7b29fc0f\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-526d1a1d ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"526d1a1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/Altares-illustration-AI-platform-stars-left-2025-03-1.svg\" class=\"attachment-large size-large wp-image-52413\" alt=\"AI Visual\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"ob-is-breaking-bad elementor-section elementor-top-section elementor-element elementor-element-72b5ed8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72b5ed8b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;_id&quot;:&quot;81104ab&quot;,&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}],&quot;_ob_bbad_use_it&quot;:&quot;yes&quot;,&quot;_ob_bbad_sssic_use&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-66d2fe5e\" data-id=\"66d2fe5e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-2495e304 elementor-hidden-mobile elementor-toc--minimized-on-mobile ob-has-background-overlay elementor-widget elementor-widget-table-of-contents\" data-id=\"2495e304\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;sticky_offset&quot;:120,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;mobile&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;no_headings_message&quot;:&quot;Er zijn geen kopteksten gevonden op deze pagina.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tAI Readiness - Index\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2495e304\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2495e304\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__2495e304\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-7b7ebbff\" data-id=\"7b7ebbff\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a20d022 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"4a20d022\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"watiswaarom\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wat is AI Readiness en waarom is het essentieel? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-236e6f3e ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"236e6f3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">AI Readiness\u202fverwijst naar de mate waarin een organisatie klaar is om Artificial Intelligence effectief te implementeren en op te schalen. Het gaat verder dan alleen technologie,  het omvat ook data, mensen, processen en cultuur. AI kan enorme voordelen bieden, van effici\u00ebntere operaties tot nieuwe zakelijke inzichten,\u202fmaar de belofte komt met valkuilen. Zonder goede voorbereiding lopen AI-initiatieven vast of leveren ze geen waarde op.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-479b341e ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"479b341e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1.webp\" class=\"attachment-large size-large wp-image-52361\" alt=\"AI visual\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness1-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-390d95c4 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"390d95c4\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"watisesg\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">De beloften en valkuilen van AI <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a1012a ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"8a1012a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">AI is trending, en dat is logisch: automatisering, slimmere marketing, betere besluiten, de belofte is groot. Bedrijven investeren er dan ook massaal in. Toch noemt maar 1% van de leiders hun organisatie \u00e9cht AI-volwassen, volgens McKinsey. Daar zit AI dus volledig in de processen en levert het resultaat op. Bij de rest niet.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Veel AI-projecten blijven steken. Gartner stelde dat 85% mislukt. Oorzaak? Slechte data en te weinig begrip van wat er \u00e9cht nodig is. De focus ligt vaak op de tool, niet op de context. Ook McKinsey waarschuwt: 70% van digitale transformaties faalt. AI is geen plug-and-play oplossing. Zonder goede voorbereiding geef je zo miljoenen uit aan een model dat niets oplost.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Een veelvoorkomend scenario: het management is enthousiast na een succesvolle pilot of demo. Maar het \u00e9chte werk, de datakwaliteit, integratie, oude systemen, wordt vergeten. Gevolg: gedoe bij implementatie, tegenvallende resultaten, en een AI-model dat nooit verder komt dan de pilotfase.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7690faa8 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"7690faa8\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"esgvandaan\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI werkt alleen zo goed als de data waarop het is gebouwd <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a2a6454 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"6a2a6454\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW13996104 BCX0\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW13996104 BCX0\">Veel AI-projecten falen om \u00e9\u00e9n simpele reden: slechte data. AI is zo goed als de input die je erin stopt. \u201c<\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW13996104 BCX0\">Garbage<\/span><span class=\"NormalTextRun SCXW13996104 BCX0\"> in, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW13996104 BCX0\">garbage<\/span><span class=\"NormalTextRun SCXW13996104 BCX0\"> out\u201d dus. Slechte of onjuiste data <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW13996104 BCX0\">leidt<\/span><span class=\"NormalTextRun SCXW13996104 BCX0\"> onvermijdelijk tot onbetrouwbare uitkomsten. MIT <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW13996104 BCX0\">Sloan<\/span><span class=\"NormalTextRun SCXW13996104 BCX0\"> Management Review waarschuwde er al voor: gebrekkige data ondermijnt besluitvorming en trekt generatieve AI-projecten onderuit.<\/span><\/span><span class=\"EOP SCXW13996104 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33b62c14 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"33b62c14\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2.webp\" class=\"attachment-large size-large wp-image-52362\" alt=\"AI visual\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness2-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-124ec69b ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"124ec69b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Zonder goede datakwaliteit presteert geen enkel AI-model. Machine learning-algoritmes leren van historische data. Zit daar bias of ruis in? Dan neemt het model dat gewoon over. Niet gek dus dat slechte data vaak genoemd wordt als oorzaak van falende AI-trajecten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">McKinsey zag dat bedrijven met succesvolle AI eerst hun data op orde hebben. Data moet vindbaar, begrijpelijk, beschikbaar, doelgericht en veilig zijn. Gartner voegt toe: ook ethisch, accuraat, verrijkt en vrij van bias.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Kortom: begin niet met AI, begin met je data. AI Readiness draait om de juiste basis. Je moet de data, technologie, mensen en processen klaar hebben staan. Alleen dan kun je AI laten werken. In de volgende sectie zoomen we in op het meest onderschatte onderdeel: data. Onmisbaar, maar vaak vergeten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75a576a4 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"75a576a4\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"rapportages\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">De rol van data in AI Readiness <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fb0da5d ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"2fb0da5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">AI leert van data. Hoe meer relevante en schone data, hoe beter de output. Bedrijven die vooroplopen verzamelen enorme hoeveelheden informatie, van klantgedrag tot supply chain data. <\/span><span data-contrast=\"auto\">\u201cIn machine learning and AI, there\u2019s never enough data,\u201d aldus een expert. <\/span><span data-contrast=\"auto\">Veel AI-projecten mislukken omdat de modellen niet genoeg kwalitatieve input krijgen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Data moet dus in zowel kwantiteit als kwaliteit op orde zijn. Zie het als brandstof: zuivere benzine laat een motor draaien, vervuilde zorgt voor problemen. Zo werkt het ook met AI. 84% van de data-experts besteedt dagelijks tijd aan het opschonen van data. Ruwe data moet eerst gefilterd worden voordat AI kan presteren. Investeer daarom in goede datafundamenten: platforms, integraties, kwaliteitstools. Hoe beter je data op orde is, hoe sneller je AI van pilot naar praktijk brengt.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72b024a1 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"72b024a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Dagelijks analyseren we grote hoeveelheden data. Door algoritmes en uitgebreide processen worden onze faillissementsscores en Paydex berekend. In een kredietrapport vindt je meerdere scores. We lopen ze \u00e9\u00e9n voor \u00e9\u00e9n langs.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43db112c ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"43db112c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Waarom je bestaande (klant)data cruciaal is <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45636d3c ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"45636d3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">In een wereld met strengere privacyregels en verdwijnende cookies wordt de data waar je organisatie al over beschikt steeds waardevoller, zeker voor AI. Denk aan gegevens uit je eigen systemen, processen en klantcontacten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">AI werkt het best met dit soort data. Omdat het gedrag en processen weerspiegelt die \u00e9cht van jou zijn. Zo kun je persoonlijke aanbevelingen doen op basis van klantgedrag, of je voorraad optimaliseren met data uit je eigen keten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Je houdt bovendien zelf de controle. Je bent niet afhankelijk van externe partijen en bouwt AI-modellen op basis van informatie die je al in huis hebt. Dat levert betere segmentaties, voorspellende inzichten en scherpere besluiten op.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Kortom: zie je eigen data als het fundament van AI. Zorg dat die basis sterk is: houd de kwaliteit hoog, vul aan waar nodig, en benut wat je al hebt.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b4bc5a3 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"5b4bc5a3\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"maakesg\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CRM, ERP en andere databronnen <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0e33de ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"f0e33de\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Organisaties hebben vaak veel data die bruikbaar is voor AI, van klantinformatie in CRM tot operationele cijfers in ERP. Ook webanalytics en externe bronnen kunnen waardevol zijn. Maar al die data zit verspreid over systemen en afdelingen die nauwelijks met elkaar praten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Marketing werkt in een CRM, finance in een ERP, IT met logbestanden, Webteams met analytics. Het gevolg? Data-eilandjes. En zonder verbinding daartussen blijft AI beperkt. Je mist het totaalbeeld dat nodig is om \u00e9cht slimme voorspellingen of inzichten te genereren.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4de57d ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"4de57d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1.webp\" class=\"attachment-large size-large wp-image-52363\" alt=\"CRM, ERP, Analytics op eilandjes\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness3-1-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-395eb3c9 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"395eb3c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">AI presteert pas goed als het een compleet plaatje krijgt: alle relevante data, gecombineerd en op elkaar afgestemd. Daarom is data-integratie essentieel voor AI-readiness. Volgens MIT Technology Review is dit d\u00e9 prioriteit voor organisaties die AI serieus willen inzetten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Maar hoe meer databronnen je gebruikt, hoe meer verantwoordelijkheid je hebt. Wie is eigenaar van welke data? Wat is de kwaliteit? En wie mag erbij? AI kan pas echt van waarde zijn als je deze basis op orde hebt. We noemen dit ook wel data governance.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">In de volgende sectie duiken we dieper in dataknelpunten die AI-projecten vaak onderuit halen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-769d7ac2 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"769d7ac2\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"watisscore\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Veelvoorkomende data-uitdagingen bij AI projecten en hoe je hiermee omgaat <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f99d8d3 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"f99d8d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Zoals je tot nu toe hebt kunnen lezen, is data het essenti\u00eble onderdeel voor AI Readiness. Maar zoals ook al eerder besproken, komt data met uitdagingen die bijna overal terugkomen. We bespreken de drie meest voorkomende uitdagingen en hoe je deze oplost.\u00a0\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ol><li><b><span data-contrast=\"auto\"> Gebrekkige datakwaliteit<\/span><\/b><br \/><span data-contrast=\"auto\">Veel organisaties denken hun data op orde te hebben, totdat ze ermee willen modelleren. Dan blijken velden leeg, inconsistent of verouderd. Bijvoorbeeld klantrecords zonder branche-indeling, leveranciers zonder up-to-date adresgegevens, of dubbele accounts.<\/span><\/li><li><b><span data-contrast=\"auto\"> Silo\u2019s en inconsistente formaten<\/span><\/b><br \/><span data-contrast=\"auto\">Data zit vaak verspreid over verschillende systemen. In het ene systeem staat \u201cNederland\u201d, in het andere \u201cNL\u201d. Zonder standaardisatie kun je die gegevens niet combineren of analyseren, laat staan automatiseren.<\/span><\/li><li><b><span data-contrast=\"auto\"> Onvolledige context<\/span><\/b><br \/><span data-contrast=\"auto\">Zelfs als je interne data klopt, ontbreekt vaak waardevolle externe context. Bijvoorbeeld de kredietwaardigheid van een klant of het moederbedrijf van een leverancier. Zonder die extra lagen blijft je AI-model beperkt in z\u2019n inzichten.<\/span><\/li><li><b><span data-contrast=\"auto\"> Veroudering van data<\/span><\/b><br \/><span data-contrast=\"auto\">Data verandert continu: bedrijven verhuizen, wijzigen van juridische structuur, gaan failliet of worden overgenomen. Zonder regelmatige updates werk je met een achterhaalde werkelijkheid.<\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e46f3af ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"1e46f3af\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Hoe bedrijven hun datakwaliteit kunnen verbeteren <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c0cf9b5 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"6c0cf9b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Nu de pijnpunten duidelijk zijn, is de vraag: hoe los je ze op? Hieronder bespreken we concrete stappen om je datakwaliteit te verbeteren, en daarmee de basis te leggen voor succesvolle AI-projecten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ol><li><b><span data-contrast=\"auto\"> Datakwaliteit verhogen met audits, opschoning en standaardisatie<\/span><\/b><\/li><\/ol><p><span data-contrast=\"auto\">De eerste stap is weten waar je staat. Met een data-audit breng je in kaart:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Welke databronnen gebruik je?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Hoe compleet zijn je velden?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Waar zitten fouten of hiaten?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Tools voor data profiling helpen hierbij door bijvoorbeeld lege velden, outliers of onlogische waarden te signaleren. Op basis daarvan stel je een opschoningstraject op, met acties zoals:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Dubbele data verwijderen<\/span><\/b><span data-contrast=\"auto\">: Detecteer dubbele records (op bedrijfsnaam, e-mail of KvK) en voeg ze samen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Verouderde data verwijderen<\/span><\/b><span data-contrast=\"auto\">: Archiveer of verwijder records die niet meer geldig zijn, zoals bedrijven die niet meer bestaan.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Ontbrekende waarden aanvullen<\/span><\/b><span data-contrast=\"auto\">: Vul kritieke velden aan via interne bronnen of externe data (zie ook verrijking hieronder).<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Standaardisatie toepassen<\/span><\/b><span data-contrast=\"auto\">: Hanteer eenduidige formats, zoals +31 voor telefoonnummers of vaste schrijfwijzen voor landen en adressen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><i>Tip: organiseer een periodieke CRM Cleanup Day of gebruik tools die continu datavalidaties uitvoeren.<\/i><\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34170420 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"34170420\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1.jpg\" class=\"attachment-large size-large wp-image-52364\" alt=\"Data Cleaning visual\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1.jpg 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-300x161.jpg 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-150x80.jpg 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-768x412.jpg 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-18x10.jpg 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-24x13.jpg 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-36x19.jpg 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness4-1-48x26.jpg 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68252988 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"68252988\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Zonder standaardisatie krijg je appels met peren \u2013 funest voor AI. Door data te harmoniseren voordat je gaat modelleren, voorkom je het scenario \u201cmodel trainen, fout ontdekken, opnieuw beginnen\u201d.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Een bijkomend voordeel: schonere data verbetert niet alleen je AI-readiness, maar ook je dagelijkse processen. Denk aan minder mislukte mailings, correctere rapportages, en betere klantinteracties.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ol start=\"2\"><li><b><span data-contrast=\"auto\"> Externe dataverrijking als turbo op je bestaande data<\/span><\/b><\/li><\/ol><p><span data-contrast=\"auto\">Zelfs na een grondige opschoning mist vaak nog de context die nodig is om \u00e9cht waardevolle AI-modellen te bouwen. Hier komt <\/span><b><span data-contrast=\"auto\">dataverrijking<\/span><\/b><span data-contrast=\"auto\"> in beeld: het aanvullen van je interne data met externe bronnen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Een datapartij (zoals Altares) beschikt over wereldwijde bedrijfsdata en kan een simpel gegeven (zoals een KvK-nummer) koppelen aan tientallen aanvullende velden, zoals:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Branchecodes (SBI\/SIC)<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Omzetcategorie<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Aantal medewerkers<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Juridische structuur<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Moeder- en dochterbedrijven<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"auto\">Kredietrisico&#8217;s<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"auto\">Bestuursleden en contactpersonen<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><b><span data-contrast=\"auto\">Voorbeeld<\/span><\/b><span data-contrast=\"auto\">: Je CRM vermeldt \u201cAcme BV\u201d met een factuuradres. Via verrijking leer je dat Acme onderdeel is van een groter concern, 250 medewerkers heeft, een bepaalde kredietscore heeft \u00e9n een nieuwe directeur.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Met externe oplossingen zoals bijvoorbeeld dataxess verrijk je automatisch je CRM-records. Resultaat: rijkere klantprofielen, direct beschikbaar voor sales, marketing \u00e9n risk.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">De voordelen voor AI:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Meer features = beter model<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Hoe meer relevante kenmerken je toevoegt, hoe krachtiger je AI-model. Denk aan betere segmentatie, nauwkeurigere voorspellingen, slimmere scoring.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Altijd actuele data<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Altares onderhoudt continu haar databases. Door periodiek te synchroniseren profiteer jij automatisch van die miljoenen jaarlijkse updates. Zo blijft jouw dataset actueel \u2013 zonder extra werk.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><i><span data-contrast=\"auto\">Tip: kies verrijking bewust. Niet elk extra datapunt is relevant. Match externe data slim aan je KPI\u2019s en zorg voor een goede technische koppeling (zoals via D-U-N-S\u00ae nummers).<\/span><\/i><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d390af1 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"2d390af1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">De rol van Master Data Management in AI <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-281bd7a9 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"281bd7a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW205046551 BCX0\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW205046551 BCX0\">Wie werk wil maken van betrouwbare, schaalbare AI, ontkomt niet aan een stevig <\/span><span class=\"NormalTextRun SCXW205046551 BCX0\">data <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW205046551 BCX0\">governance<\/span><span class=\"NormalTextRun SCXW205046551 BCX0\"> component<\/span><span class=\"NormalTextRun SCXW205046551 BCX0\">. Master Data Management (MDM) is daarbij vaak een logische stap. In deze sectie leggen we uit wat MDM inhoudt, waarom het relevant is voor AI, en hoe het in de praktijk werkt<\/span><span class=\"NormalTextRun SCXW205046551 BCX0\">,<\/span><span class=\"NormalTextRun SCXW205046551 BCX0\"> met een concreet voorbeeld.<\/span><\/span><span class=\"EOP SCXW205046551 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df13735 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"5df13735\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Wat is Master Data Management? <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a72400b ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"5a72400b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Master Data Management is een manier om belangrijke bedrijfsdata, zoals klant-, leverancier- of productgegevens, centraal te beheren. Het doel is simpel: \u00e9\u00e9n versie van de waarheid cre\u00ebren (Single Souce of Truth), waar alle systemen op terug kunnen vallen. Dat betekent bijvoorbeeld:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Unieke identifiers gebruiken om data uit verschillende systemen te koppelen, zoals het gebruik van een D-U-N-S\u00ae-nummer om bedrijfsinformatie consistent te maken.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Data samenvoegen en opschonen: dubbele of conflicterende gegevens worden samengevoegd volgens vaste regels.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Terugkoppeling naar systemen: de opgeschoonde, verrijkte data wordt weer gedeeld met lokale tools zoals je CRM of ERP.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><b><span data-contrast=\"auto\">Lees ook:<\/span><\/b> <a href=\"https:\/\/www.altares.be\/master-data-management\/wat-is-master-data-management-mdm-en-hoe-werkt-het\/\"><span data-contrast=\"none\">Alles over Master Data Management<\/span><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">MDM pakt daarmee een veelvoorkomend probleem aan: datasilo\u2019s. Organisaties werken vaak met meerdere databronnen waarin dezelfde entiteit n\u00e9t anders is vastgelegd. Denk aan een klant die op drie plekken voorkomt met drie verschillende schrijfwijzen. Dat leidt tot fouten, dubbele communicatie of verkeerde analyses. Met MDM los je dat op door alles centraal te stroomlijnen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ec03003 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"5ec03003\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Waarom MDM cruciaal is voor AI <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e56ef67 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"5e56ef67\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Als je AI-modellen inzet die data uit meerdere systemen combineren, bijvoorbeeld klantinteracties en financi\u00eble data, dan is eenduidigheid essentieel. Modellen moeten kunnen vertrouwen op correcte, complete en actuele data. Zonder dat riskeer je verkeerde inzichten of gebrekkige voorspellingen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">MDM zorgt dat \u2018Klant A\u2019 in systeem 1 ook echt dezelfde is als \u2018Klant A\u2019 in systeem 2. Dat klinkt eenvoudig, maar is in de praktijk vaak een flinke uitdaging. Zeker bij oudere IT-landschappen of snelle groei.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Bovendien verlaagt goed databeheer de werkdruk bij data-analisten en AI-teams. Minder tijd kwijt aan controleren, corrigeren of dedupliceren betekent meer tijd voor waardevolle analyses.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70d23da8 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"70d23da8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5.webp\" class=\"attachment-large size-large wp-image-52365\" alt=\"Koffieapparaat met AI op koffiekopje\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness5-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e6a607 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"6e6a607\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Hoe werkt dit in de praktijk? <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2925d669 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"2925d669\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Een voorbeeld van hoe MDM eruit kan zien, is een toepassing zoals <\/span><a href=\"https:\/\/www.altares.be\/producten\/dataxess\/\"><span data-contrast=\"none\">dataxess<\/span><\/a><span data-contrast=\"auto\">. Deze oplossing koppelt externe bedrijfsdata aan je eigen systemen (zoals CRM en ERP) en voert vier kernacties uit:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Opschonen:<\/span><\/b><span data-contrast=\"auto\"> dubbele of foutieve bedrijfsgegevens worden gecorrigeerd.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Invoer verbeteren: <\/span><\/b><span data-contrast=\"auto\">nieuwe klanten of leveranciers worden via een zoekfunctie correct en volledig toegevoegd.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Verrijken:<\/span><\/b><span data-contrast=\"auto\"> je eigen klant- of leveranciersprofielen worden aangevuld met externe gegevens \u2013 zoals branche, kredietscore of bestuurders.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Onderhoud:<\/span><\/b><span data-contrast=\"auto\"> mutaties zoals overnames, faillissementen of adreswijzigingen worden automatisch verwerkt.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">In feite breng je hiermee een vorm van MDM aan binnen een specifiek domein: klant- en leveranciersdata. Organisaties die dit doen, merken vaak dat databeheer ineens minder tijd kost \u00e9n minder foutgevoelig is. En belangrijker nog: het verhoogt de betrouwbaarheid van analyses en AI-toepassingen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2840879d ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"2840879d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Tot slot <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18d5967a ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"18d5967a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW113762375 BCX0\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW113762375 BCX0\">MDM is geen doel op zich, maar een noodzakelijke randvoorwaarde voor <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW113762375 BCX0\">datagedreven<\/span><span class=\"NormalTextRun SCXW113762375 BCX0\"> werken. Als je wil kunnen bouwen op je data<\/span><span class=\"NormalTextRun SCXW113762375 BCX0\">, <\/span><span class=\"NormalTextRun SCXW113762375 BCX0\">of het nu is voor rapportages, klantanalyses of AI<\/span><span class=\"NormalTextRun SCXW113762375 BCX0\">,<\/span><span class=\"NormalTextRun SCXW113762375 BCX0\"> moet de basis kloppen. Een goede MDM-aanpak zorgt daarvoor: minder chaos, minder ruis, meer vertrouwen. Tools zoals <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW113762375 BCX0\">d<\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW113762375 BCX0\">ataxess<\/span><span class=\"NormalTextRun SCXW113762375 BCX0\"> zijn een manier om dit concreet te maken, maar het begint altijd met de keuze om je data serieus te organiseren.<\/span><\/span><span class=\"EOP SCXW113762375 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4267013f ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"4267013f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">De volgende stap: AI Data Consultancy <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16d67174 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"16d67174\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Zelfs als je datafundament staat en je de juiste tools en technologie\u00ebn hebt, is AI implementatie zelden een rechtlijnig proces. De stap van \u2018willen\u2019 naar \u2018doen\u2019 blijkt voor veel organisaties uitdagend. Waar begin je? Wat is haalbaar? Hoe houd je grip op de kosten, risico\u2019s en verwachtingen?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Juist hier komt AI Data Consultancy in beeld: begeleiding van buitenaf door experts die niet alleen technisch onderlegd zijn, maar ook snappen wat AI betekent voor je organisatie, je mensen en je processen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79639d46 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"79639d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1.webp\" class=\"attachment-large size-large wp-image-52366\" alt=\"Koffer met data items\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness6-1-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-471821a4 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"471821a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Waarom organisaties externe begeleiding nodig hebben <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78eb54a9 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"78eb54a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">AI raakt meerdere lagen tegelijk: technologie, data, strategie \u00e9n cultuur. Veel organisaties weten dat ze \u201ciets met AI moeten\u201d, maar worstelen met vragen als:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Welke use cases zijn relevant en haalbaar?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Is onze data geschikt voor AI, of denken we dat alleen?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Hoe zorgen we dat business en IT elkaar begrijpen?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Hoe trainen we onze mensen en bouwen we draagvlak?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p>\u00a0<\/p><p><span data-contrast=\"auto\">Zulke vragen beantwoord je niet door simpelweg een softwarepakket te installeren. Ze vragen om inzicht, planning en verandering.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Wat regelmatig misgaat, is dat het topmanagement denkt dat de organisatie al \u2018AI ready\u2019 is, terwijl de mensen op de werkvloer nog dagelijks kampen met gebrekkige data. Uit onderzoek blijkt dat bijna 90% van executives ervan overtuigd is dat hun data-ecosysteem klaar is voor AI op schaal, terwijl in dezelfde survey 84% van de IT- en datamedewerkers aangaf dagelijks uren kwijt te zijn aan het oplossen van data-issues. Die kloof tussen perceptie en realiteit zorgt voor vertraging en frustratie.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Een externe consultant brengt objectiviteit. Die voert een nulmeting uit, stelt kritische vragen, en maakt inzichtelijk wat er \u00e9cht nodig is voor succesvolle AI-implementatie. Daarbij wordt de brug geslagen tussen strategie en uitvoering, tussen business en IT. Consultants cre\u00ebren gedeeld begrip, zetten realistische verwachtingen neer en brengen structuur in het traject.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3537bce0 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"3537bce0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Waar externe partijen bij kunnen helpen <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7567ab01 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"7567ab01\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Nulmeting en analyse<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Consultants starten vaak met een assessment van je data-infrastructuur, -kwaliteit en governance. Daarbij kijken ze ook naar organisatorische aspecten: is er een duidelijke visie? Zijn de juiste rollen en verantwoordelijkheden belegd?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Use case selectie en prioritering<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Samen met stakeholders worden haalbare en waardevolle AI-toepassingen in kaart gebracht, afgestemd op strategische doelen en beschikbare data.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Opschaling van pilots<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">AI-experimenten starten is \u00e9\u00e9n ding, structurele integratie in processen, IT-systemen en governance is een stuk lastiger. Hier komen verandermanagement, compliance en IT-architectuur om de hoek kijken.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Best practices en valkuilen vermijden<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Consultants hebben ervaring met uiteenlopende organisaties en sectoren. Ze weten welke aanpak werkt, en waar het vaak misgaat. Bijvoorbeeld: niet direct op de AI-hypetrein springen, maar gefaseerd en met meetmomenten werken.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Begeleiding bij datagovernance en ethiek<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">In het kader van privacywetgeving (zoals GDPR) en ethisch verantwoord gebruik van AI is het belangrijk om de juiste richtlijnen en checks &amp; balances in te bouwen. Een externe partij kan hierin adviseren en ondersteunen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Adoptie en draagvlak<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Succesvolle AI is mensenwerk. Trainingen, workshops en communicatie helpen om draagvlak te cre\u00ebren en medewerkers vertrouwd te maken met nieuwe werkwijzen of inzichten. Externe begeleiding kan hierbij een versneller zijn.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"7\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Frisse blik<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">Interne teams zitten vaak diep in hun eigen processen en aannames. Een externe consultant ziet sneller blinde vlekken, zoals ontbrekende datasets of onbenutte databronnen, en helpt bij het vinden van oplossingen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"8\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Structuur en tempo<\/span><\/b>\u00a0<br \/><span data-contrast=\"auto\">In drukke organisaties is het verleidelijk om AI \u201cerbij\u201d te doen. Maar zonder structuur en tempo verzanden projecten snel. Een consultant helpt om een roadmap op te stellen, prioriteiten te stellen, voortgang te bewaken en bij te sturen waar nodig.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59dbd714 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"59dbd714\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusie<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79233d7b ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"79233d7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW106515760 BCX0\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW106515760 BCX0\">AI Data Consultancy betekent niet dat je het stuur uit handen geeft. Integendeel<\/span><span class=\"NormalTextRun SCXW106515760 BCX0\">, <\/span><span class=\"NormalTextRun SCXW106515760 BCX0\">het is een samenwerking. Jij kent je business, de consultant kent data, technologie en verandertrajecten. Samen werk je aan een realistisch plan waarin de juiste stappen worden gezet: eerst de fundering (datakwaliteit en <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW106515760 BCX0\">governance<\/span><span class=\"NormalTextRun SCXW106515760 BCX0\">), dan de AI-modellen. Met externe begeleiding verklein je risico\u2019s, verhoog je de kans op resultaat en zorg je dat AI niet strandt in goede bedoelingen.<\/span><\/span><span class=\"EOP SCXW106515760 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f8a8e74 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"6f8a8e74\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Checklist: Is jouw organisatie AI-ready? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-893754d ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"893754d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW191642369 BCX0\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW191642369 BCX0\">Tot dusver hebben we de componenten van AI Readiness besproken, vooral op het gebied van data. Hieronder volgt een korte checklist met vragen die je jezelf als organisatie (C-level, data team, marketeer<\/span><span class=\"NormalTextRun SCXW191642369 BCX0\">,<\/span><span class=\"NormalTextRun SCXW191642369 BCX0\"> voor iedereen relevant) kunt stellen om te peilen hoe AI-ready je bent. Beantwoord je een aantal van deze vragen met &#8220;nee&#8221;, dan weet je waar je actie moet ondernemen:<\/span><\/span><span class=\"EOP SCXW191642369 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68ff41c4 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"68ff41c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1.webp\" class=\"attachment-large size-large wp-image-52367\" alt=\"AI Ready checklist\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1.webp 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-300x161.webp 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-150x80.webp 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-768x412.webp 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-18x10.webp 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-24x13.webp 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-36x19.webp 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2025\/10\/AI-Readiness7-1-48x26.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e12f4ad ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"e12f4ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Hebben we een duidelijke AI-strategie en businesscase?<\/span><\/b><span data-contrast=\"auto\"> Met andere woorden, weten we\u202f<\/span><i><span data-contrast=\"auto\">waarom<\/span><\/i><span data-contrast=\"auto\">\u202fen\u202f<\/span><i><span data-contrast=\"auto\">waar<\/span><\/i><span data-contrast=\"auto\">\u202fwe AI willen inzetten, afgestemd op onze bedrijfsdoelen? Zonder gerichte visie kan AI verzanden in losse experimenten.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Is onze data-kwaliteit op orde?<\/span><\/b><span data-contrast=\"auto\"> Zijn onze kerngegevens (bijv. klant- en leveranciersdata) accuraat, volledig en up-to-date? Zijn dubbele records en fouten minimaal, en hebben we processen om data schoon te houden (<\/span><i><span data-contrast=\"auto\">AI en datakwaliteit<\/span><\/i><span data-contrast=\"auto\">\u202fmoeten hand in hand gaan).<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Beschikken we over voldoende 1st party data voor AI?<\/span><\/b><span data-contrast=\"auto\"> Hebben we de nodige hoeveelheid relevante eigen data om AI-modellen te voeden, en kunnen we deze zo nodig verrijken met externe bronnen (zoals dataverrijking via Altares) voor extra context?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Zijn onze datasilo\u2019s doorbroken en systemen ge\u00efntegreerd?<\/span><\/b><span data-contrast=\"auto\">\u202fVloeit data vrij tussen afdelingen (CRM, ERP, marketing, etc.), of zitten we nog met eilandjes? AI kan pas optimaal presteren met toegang tot ge\u00efntegreerde, gestandaardiseerde datasets.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Hebben we de juiste infrastructuur en tools?<\/span><\/b><span data-contrast=\"auto\">\u202fDenk aan voldoende IT-infrastructuur (cloud, databases) om AI aan te kunnen, maar ook tools als MDM (master data management) voor een single source of truth, en eventuele ML-platforms. Simpel gesteld: is onze \u201ctech stack\u201d klaar voor AI-implementatie?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Is onze organisatie (mensen &amp; cultuur) klaar voor AI?<\/span><\/b><span data-contrast=\"auto\"> Zijn er voldoende skills in huis (of via partners) om met AI te werken, van data scientists tot change managers? Staan medewerkers open voor data-gedreven werken, en is er leadership buy-in om AI-projecten te steunen?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"7\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Hebben we governance en ethiek geborgd?<\/span><\/b><span data-contrast=\"auto\"> Zijn er richtlijnen voor data privacy, security en ethisch AI-gebruik? AI Readiness betekent ook dat je verantwoord met data en AI omgaat, compliant aan wet- en regelgeving en maatschappelijk verantwoord.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Gebruik deze checklist als startpunt. Een \u00e9cht AI-ready organisatie kan op de meeste vragen volmondig \u201cja\u201d antwoorden. Zo niet, dan heb je nu inzicht in waar je kunt verbeteren, en kun je gericht maatregelen nemen (of experts inschakelen) om die aspecten op niveau te brengen.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5a835f21 elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"5a835f21\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>D\u00e9couvrez comment pr\u00e9parer votre organisation \u00e0 l\u2019IA. Renforcez vos donn\u00e9es, vos processus et vos \u00e9quipes pour une mise en \u0153uvre r\u00e9ussie de l\u2019IA.<\/p>","protected":false},"author":2,"featured_media":52361,"parent":38703,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-52371","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Readiness: Is jouw organisatie klaar voor AI?- Altares<\/title>\n<meta name=\"description\" content=\"Ontdek hoe jouw organisatie zich voorbereidt op AI. Versterk data, processen en mensen voor succesvolle AI-implementatie.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.altares.be\/fr\/learn\/preparation-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Readiness: Is jouw organisatie klaar voor AI?- Altares\" \/>\n<meta property=\"og:description\" content=\"Ontdek hoe jouw organisatie zich voorbereidt op AI. 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